Overview

Dataset Statistics

Number of Variables 46
Number of Rows 116825
Missing Cells 136028
Missing Cells (%) 2.5%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 20.9 MB
Average Row Size in Memory 188.0 B
Variable Types
  • DateTime: 1
  • Numerical: 37
  • Categorical: 8

Dataset Insights

fresh_snow_12h:cm and fresh_snow_1h:cm have similar distributions Similar Distribution
fresh_snow_12h:cm and fresh_snow_24h:cm have similar distributions Similar Distribution
fresh_snow_12h:cm and fresh_snow_3h:cm have similar distributions Similar Distribution
fresh_snow_12h:cm and fresh_snow_6h:cm have similar distributions Similar Distribution
fresh_snow_12h:cm and prob_rime:p have similar distributions Similar Distribution
fresh_snow_12h:cm and snow_depth:cm have similar distributions Similar Distribution
fresh_snow_1h:cm and fresh_snow_3h:cm have similar distributions Similar Distribution
fresh_snow_1h:cm and fresh_snow_6h:cm have similar distributions Similar Distribution
fresh_snow_1h:cm and precip_5min:mm have similar distributions Similar Distribution
fresh_snow_1h:cm and rain_water:kgm2 have similar distributions Similar Distribution
fresh_snow_1h:cm and snow_melt_10min:mm have similar distributions Similar Distribution
fresh_snow_24h:cm and prob_rime:p have similar distributions Similar Distribution
fresh_snow_24h:cm and snow_depth:cm have similar distributions Similar Distribution
fresh_snow_3h:cm and fresh_snow_6h:cm have similar distributions Similar Distribution
fresh_snow_3h:cm and precip_5min:mm have similar distributions Similar Distribution
fresh_snow_3h:cm and rain_water:kgm2 have similar distributions Similar Distribution
fresh_snow_3h:cm and snow_depth:cm have similar distributions Similar Distribution
fresh_snow_3h:cm and snow_melt_10min:mm have similar distributions Similar Distribution
fresh_snow_6h:cm and precip_5min:mm have similar distributions Similar Distribution
fresh_snow_6h:cm and rain_water:kgm2 have similar distributions Similar Distribution
fresh_snow_6h:cm and snow_depth:cm have similar distributions Similar Distribution
fresh_snow_6h:cm and snow_melt_10min:mm have similar distributions Similar Distribution
precip_5min:mm and rain_water:kgm2 have similar distributions Similar Distribution
precip_5min:mm and snow_melt_10min:mm have similar distributions Similar Distribution
prob_rime:p and snow_depth:cm have similar distributions Similar Distribution
snow_water:kgm2 and super_cooled_liquid_water:kgm2 have similar distributions Similar Distribution
ceiling_height_agl:m has 19923 (17.05%) missing values Missing
cloud_base_agl:m has 8512 (7.29%) missing values Missing
snow_density:kgm3 has 107593 (92.1%) missing values Missing
ceiling_height_agl:m is skewed Skewed
clear_sky_energy_1h:J is skewed Skewed
clear_sky_rad:W is skewed Skewed
diffuse_rad:W is skewed Skewed
diffuse_rad_1h:J is skewed Skewed
direct_rad:W is skewed Skewed
direct_rad_1h:J is skewed Skewed
effective_cloud_cover:p is skewed Skewed
fresh_snow_12h:cm is skewed Skewed
fresh_snow_1h:cm is skewed Skewed
fresh_snow_24h:cm is skewed Skewed
fresh_snow_3h:cm is skewed Skewed
fresh_snow_6h:cm is skewed Skewed
precip_5min:mm is skewed Skewed
prob_rime:p is skewed Skewed
rain_water:kgm2 is skewed Skewed
snow_depth:cm is skewed Skewed
snow_melt_10min:mm is skewed Skewed
snow_water:kgm2 is skewed Skewed
super_cooled_liquid_water:kgm2 is skewed Skewed
total_cloud_cover:p is skewed Skewed
elevation:m has constant value "24.0" Constant
snow_density:kgm3 has constant value "250.0" Constant
elevation:m has constant length 4 Constant Length
is_day:idx has constant length 3 Constant Length
is_in_shadow:idx has constant length 3 Constant Length
precip_type_5min:idx has constant length 3 Constant Length
snow_density:kgm3 has constant length 5 Constant Length
snow_drift:idx has constant length 3 Constant Length
sun_elevation:d has 58971 (50.48%) negatives Negatives
wind_speed_u_10m:ms has 48955 (41.9%) negatives Negatives
wind_speed_v_10m:ms has 36368 (31.13%) negatives Negatives
clear_sky_energy_1h:J has 54103 (46.31%) zeros Zeros
clear_sky_rad:W has 58983 (50.49%) zeros Zeros
diffuse_rad:W has 59009 (50.51%) zeros Zeros
diffuse_rad_1h:J has 54109 (46.32%) zeros Zeros
direct_rad:W has 70813 (60.61%) zeros Zeros
direct_rad_1h:J has 64507 (55.22%) zeros Zeros
fresh_snow_12h:cm has 107175 (91.74%) zeros Zeros
fresh_snow_1h:cm has 114275 (97.82%) zeros Zeros
fresh_snow_24h:cm has 101868 (87.2%) zeros Zeros
fresh_snow_3h:cm has 112496 (96.29%) zeros Zeros
fresh_snow_6h:cm has 110502 (94.59%) zeros Zeros
precip_5min:mm has 110304 (94.42%) zeros Zeros
prob_rime:p has 106233 (90.93%) zeros Zeros
rain_water:kgm2 has 109081 (93.37%) zeros Zeros
snow_depth:cm has 107593 (92.1%) zeros Zeros
snow_melt_10min:mm has 114980 (98.42%) zeros Zeros
snow_water:kgm2 has 81376 (69.66%) zeros Zeros
super_cooled_liquid_water:kgm2 has 77448 (66.29%) zeros Zeros
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8

Variables


date_forecast

datetime

Distinct Count 116801.7194
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 912.8 KB
Minimum 2019-01-01 00:00:00
Maximum 2022-05-01 22:00:00

absolute_humidity_2m:gm3

numerical

Approximate Distinct Count 183
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 6.0139
Minimum 0.5
Maximum 18.9
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • absolute_humidity_2m:gm3 is skewed right (γ1 = 0.6782000064849854)

Quantile Statistics

Minimum 0.5
5-th Percentile 2.2
Q1 4
Median 5.4
Q3 7.9
95-th Percentile 11.2
Maximum 18.9
Range 18.4
IQR 3.9

Descriptive Statistics

Mean 6.0139
Standard Deviation 2.7898397
Variance 7.7832
Sum 702569.9375
Skewness 0.6782
Kurtosis 0.08728
Coefficient of Variation 0.4639
  • absolute_humidity_2m:gm3 has 894 outliers

air_density_2m:kgm3

numerical

Approximate Distinct Count 301
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 1.2532
Minimum 1.139
Maximum 1.441
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • air_density_2m:kgm3 is skewed right (γ1 = 0.385699987411499)

Quantile Statistics

Minimum 1.139
5-th Percentile 1.193
Q1 1.228
Median 1.253
Q3 1.277
95-th Percentile 1.316
Maximum 1.441
Range 0.302
IQR 0.049

Descriptive Statistics

Mean 1.2532
Standard Deviation 0.03839249
Variance 0.001474
Sum 146406.6719
Skewness 0.3857
Kurtosis 0.9669
Coefficient of Variation 0.03064
  • air_density_2m:kgm3 is not normally distributed (p-value 0.008660262390679158)
  • air_density_2m:kgm3 has 1883 outliers

ceiling_height_agl:m

numerical

Approximate Distinct Count 43785
Approximate Unique (%) 45.2%
Missing 19923
Missing (%) 17.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.1 MB
Mean 2605.7478
Minimum 27.8
Maximum 12431.2998
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • ceiling_height_agl:m is skewed right (γ1 = 1.555299997329712)

Quantile Statistics

Minimum 27.8
5-th Percentile 396.3
Q1 981.4
Median 1643
Q3 3406.175
95-th Percentile 8236.995
Maximum 12431.2998
Range 12403.4998
IQR 2424.775

Descriptive Statistics

Mean 2605.7478
Standard Deviation 2415.118
Variance 5.8328e+06
Sum 2.525e+08
Skewness 1.5553
Kurtosis 1.721
Coefficient of Variation 0.9268
  • ceiling_height_agl:m is not normally distributed (p-value 9.032526460633994e-07)
  • ceiling_height_agl:m has 8008 outliers

clear_sky_energy_1h:J

numerical

Approximate Distinct Count 62506
Approximate Unique (%) 53.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 542358.3284
Minimum 0
Maximum 3.0077e+06
Zeros 54103
Zeros (%) 46.3%
Negatives 0
Negatives (%) 0.0%
  • clear_sky_energy_1h:J is skewed right (γ1 = 1.4622000455856323)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 12679.7998
Q3 869863.1875
95-th Percentile 2.5018e+06
Maximum 3.0077e+06
Range 3.0077e+06
IQR 869863.1875

Descriptive Statistics

Mean 542358.3284
Standard Deviation 840484.44
Variance 7.0641e+11
Sum 6.3361e+10
Skewness 1.4622
Kurtosis 0.8353
Coefficient of Variation 1.5497
  • clear_sky_energy_1h:J is not normally distributed (p-value 5.670808155550692e-25)
  • clear_sky_energy_1h:J has 9960 outliers

clear_sky_rad:W

numerical

Approximate Distinct Count 8321
Approximate Unique (%) 7.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 150.6551
Minimum 0
Maximum 837
Zeros 58983
Zeros (%) 50.5%
Negatives 0
Negatives (%) 0.0%
  • clear_sky_rad:W is skewed right (γ1 = 1.4622000455856323)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 242
95-th Percentile 696.4
Maximum 837
Range 837
IQR 242

Descriptive Statistics

Mean 150.6551
Standard Deviation 234.0692
Variance 54788.3897
Sum 1.76e+07
Skewness 1.4622
Kurtosis 0.8335
Coefficient of Variation 1.5537
  • clear_sky_rad:W is not normally distributed (p-value 5.622037638543465e-25)
  • clear_sky_rad:W has 9975 outliers

cloud_base_agl:m

numerical

Approximate Distinct Count 38256
Approximate Unique (%) 35.3%
Missing 8512
Missing (%) 7.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.2 MB
Mean 1710.1783
Minimum 27.9
Maximum 11665.7002
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • cloud_base_agl:m is skewed right (γ1 = 2.275700092315674)

Quantile Statistics

Minimum 27.9
5-th Percentile 149.1
Q1 618.5
Median 1178.4
Q3 2056.3999
95-th Percentile 5641.7398
Maximum 11665.7002
Range 11637.8002
IQR 1437.8999

Descriptive Statistics

Mean 1710.1783
Standard Deviation 1751.5693
Variance 3.068e+06
Sum 1.8523e+08
Skewness 2.2757
Kurtosis 5.8776
Coefficient of Variation 1.0242
  • cloud_base_agl:m is not normally distributed (p-value 5.916857688118793e-06)
  • cloud_base_agl:m has 9021 outliers

dew_or_rime:idx

categorical

Approximate Distinct Count 3
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 7.6 MB
  • The largest value (0.0) is over 11.49 times larger than the second largest value (-1.0)

Length

Mean 3.0751
Standard Deviation 0.2636
Median 3
Minimum 3
Maximum 4

Sample

1st row 1.0
2nd row 1.0
3rd row 1.0
4th row 1.0
5th row 1.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 8778
Decimal Number 233650
  • The top 2 categories (0.0, -1.0) take over 50.0%
  • The largest value (00) is over 6.33 times larger than the second largest value (10)

dew_point_2m:K

numerical

Approximate Distinct Count 473
Approximate Unique (%) 0.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 275.1474
Minimum 247.3
Maximum 295.1
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • dew_point_2m:K is skewed left (γ1 = -0.2630000114440918)

Quantile Statistics

Minimum 247.3
5-th Percentile 263
Q1 270.6
Median 274.9
Q3 280.6
95-th Percentile 286.2
Maximum 295.1
Range 47.8
IQR 10

Descriptive Statistics

Mean 275.1474
Standard Deviation 7.1033807
Variance 50.458
Sum 3.2144e+07
Skewness -0.263
Kurtosis -0.1093
Coefficient of Variation 0.02582
  • dew_point_2m:K is not normally distributed (p-value 0.002748390779982777)
  • dew_point_2m:K has 745 outliers

diffuse_rad:W

numerical

Approximate Distinct Count 3004
Approximate Unique (%) 2.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 40.9206
Minimum 0
Maximum 344.5
Zeros 59009
Zeros (%) 50.5%
Negatives 0
Negatives (%) 0.0%
  • diffuse_rad:W is skewed right (γ1 = 1.6706000566482544)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 68.9
95-th Percentile 179.2
Maximum 344.5
Range 344.5
IQR 68.9

Descriptive Statistics

Mean 40.9206
Standard Deviation 61.696346
Variance 3806.4391
Sum 4.7806e+06
Skewness 1.6706
Kurtosis 2.2581
Coefficient of Variation 1.5077
  • diffuse_rad:W is not normally distributed (p-value 9.023503864882814e-25)
  • diffuse_rad:W has 6596 outliers

diffuse_rad_1h:J

numerical

Approximate Distinct Count 62364
Approximate Unique (%) 53.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 147314.4413
Minimum 0
Maximum 1.2175e+06
Zeros 54109
Zeros (%) 46.3%
Negatives 0
Negatives (%) 0.0%
  • diffuse_rad_1h:J is skewed right (γ1 = 1.6456999778747559)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 13942
Q3 247851.0938
95-th Percentile 639961.0125
Maximum 1.2175e+06
Range 1.2175e+06
IQR 247851.0938

Descriptive Statistics

Mean 147314.4413
Standard Deviation 219275.86
Variance 4.8082e+10
Sum 1.721e+10
Skewness 1.6457
Kurtosis 2.1271
Coefficient of Variation 1.4885
  • diffuse_rad_1h:J is not normally distributed (p-value 1.0642971813779754e-24)
  • diffuse_rad_1h:J has 6472 outliers

direct_rad:W

numerical

Approximate Distinct Count 5882
Approximate Unique (%) 5.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 52.3931
Minimum 0
Maximum 689.8
Zeros 70813
Zeros (%) 60.6%
Negatives 0
Negatives (%) 0.0%
  • direct_rad:W is skewed right (γ1 = 2.7385001182556152)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 33.4
95-th Percentile 333.2
Maximum 689.8
Range 689.8
IQR 33.4

Descriptive Statistics

Mean 52.3931
Standard Deviation 115.9412
Variance 13442.3619
Sum 6.1208e+06
Skewness 2.7385
Kurtosis 7.392
Coefficient of Variation 2.2129
  • direct_rad:W is not normally distributed (p-value 5.565794879243399e-25)
  • direct_rad:W has 21180 outliers

direct_rad_1h:J

numerical

Approximate Distinct Count 50760
Approximate Unique (%) 43.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 188615.4094
Minimum 0
Maximum 2.447e+06
Zeros 64507
Zeros (%) 55.2%
Negatives 0
Negatives (%) 0.0%
  • direct_rad_1h:J is skewed right (γ1 = 2.7328999042510986)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 125756.1016
95-th Percentile 1.1821e+06
Maximum 2.447e+06
Range 2.447e+06
IQR 125756.1016

Descriptive Statistics

Mean 188615.4094
Standard Deviation 411578.62
Variance 1.694e+11
Sum 2.2035e+10
Skewness 2.7329
Kurtosis 7.3944
Coefficient of Variation 2.1821
  • direct_rad_1h:J is not normally distributed (p-value 6.001326895786079e-25)
  • direct_rad_1h:J has 20936 outliers

effective_cloud_cover:p

numerical

Approximate Distinct Count 1001
Approximate Unique (%) 0.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 66.6328
Minimum 0
Maximum 100
Zeros 4928
Zeros (%) 4.2%
Negatives 0
Negatives (%) 0.0%
  • effective_cloud_cover:p is skewed left (γ1 = -0.7042999863624573)

Quantile Statistics

Minimum 0
5-th Percentile 0.5
Q1 40.8
Median 80.2
Q3 98.7
95-th Percentile 100
Maximum 100
Range 100
IQR 57.9

Descriptive Statistics

Mean 66.6328
Standard Deviation 34.839718
Variance 1213.8059
Sum 7.7844e+06
Skewness -0.7043
Kurtosis -0.9486
Coefficient of Variation 0.5229
  • effective_cloud_cover:p is not normally distributed (p-value 3.4654109915208675e-23)

elevation:m

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 7.7 MB

Length

Mean 4
Standard Deviation 0
Median 4
Minimum 4
Maximum 4

Sample

1st row 24.0
2nd row 24.0
3rd row 24.0
4th row 24.0
5th row 24.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 350475
  • elevation:m has words of constant length

fresh_snow_12h:cm

numerical

Approximate Distinct Count 169
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 0.1868
Minimum 0
Maximum 37.6
Zeros 107175
Zeros (%) 91.7%
Negatives 0
Negatives (%) 0.0%
  • fresh_snow_12h:cm is skewed right (γ1 = 15.576000213623047)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0.9
Maximum 37.6
Range 37.6
IQR 0

Descriptive Statistics

Mean 0.1868
Standard Deviation 1.0946425
Variance 1.1982
Sum 21825.3984
Skewness 15.576
Kurtosis 403.2265
Coefficient of Variation 5.8593
  • fresh_snow_12h:cm is not normally distributed (p-value 4.368572852610871e-25)
  • fresh_snow_12h:cm has 9650 outliers

fresh_snow_1h:cm

numerical

Approximate Distinct Count 56
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 0.01556
Minimum 0
Maximum 7.7
Zeros 114275
Zeros (%) 97.8%
Negatives 0
Negatives (%) 0.0%
  • fresh_snow_1h:cm is skewed right (γ1 = 20.908000946044922)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0
Maximum 7.7
Range 7.7
IQR 0

Descriptive Statistics

Mean 0.01556
Standard Deviation 0.15190591
Variance 0.02308
Sum 1817.3
Skewness 20.908
Kurtosis 677.3251
Coefficient of Variation 9.7653
  • fresh_snow_1h:cm is not normally distributed (p-value 4.244151444968165e-25)
  • fresh_snow_1h:cm has 2550 outliers

fresh_snow_24h:cm

numerical

Approximate Distinct Count 192
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 0.3736
Minimum 0
Maximum 37.6
Zeros 101868
Zeros (%) 87.2%
Negatives 0
Negatives (%) 0.0%
  • fresh_snow_24h:cm is skewed right (γ1 = 10.366900444030762)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 2.4
Maximum 37.6
Range 37.6
IQR 0

Descriptive Statistics

Mean 0.3736
Standard Deviation 1.7201474
Variance 2.9589
Sum 43651
Skewness 10.3669
Kurtosis 167.4248
Coefficient of Variation 4.6037
  • fresh_snow_24h:cm is not normally distributed (p-value 4.558169907028067e-25)
  • fresh_snow_24h:cm has 14957 outliers

fresh_snow_3h:cm

numerical

Approximate Distinct Count 99
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 0.04671
Minimum 0
Maximum 20.8
Zeros 112496
Zeros (%) 96.3%
Negatives 0
Negatives (%) 0.0%
  • fresh_snow_3h:cm is skewed right (γ1 = 22.104900360107422)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0
Maximum 20.8
Range 20.8
IQR 0

Descriptive Statistics

Mean 0.04671
Standard Deviation 0.38950792
Variance 0.1517
Sum 5456.7002
Skewness 22.1049
Kurtosis 829.4841
Coefficient of Variation 8.3392
  • fresh_snow_3h:cm is not normally distributed (p-value 4.256199941509173e-25)
  • fresh_snow_3h:cm has 4329 outliers

fresh_snow_6h:cm

numerical

Approximate Distinct Count 139
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 0.0934
Minimum 0
Maximum 34.1
Zeros 110502
Zeros (%) 94.6%
Negatives 0
Negatives (%) 0.0%
  • fresh_snow_6h:cm is skewed right (γ1 = 20.94569969177246)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0.2
Maximum 34.1
Range 34.1
IQR 0

Descriptive Statistics

Mean 0.0934
Standard Deviation 0.67342925
Variance 0.4535
Sum 10912
Skewness 20.9457
Kurtosis 751.1653
Coefficient of Variation 7.2098
  • fresh_snow_6h:cm is not normally distributed (p-value 4.298108357214178e-25)
  • fresh_snow_6h:cm has 6323 outliers

is_day:idx

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 7.6 MB

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 0.0
2nd row 0.0
3rd row 0.0
4th row 0.0
5th row 0.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 233650
  • The top 2 categories (0.0, 1.0) take over 50.0%
  • is_day:idx has words of constant length

is_in_shadow:idx

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 7.6 MB

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 1.0
2nd row 1.0
3rd row 1.0
4th row 1.0
5th row 1.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 233650
  • The top 2 categories (1.0, 0.0) take over 50.0%
  • is_in_shadow:idx has words of constant length

msl_pressure:hPa

numerical

Approximate Distinct Count 916
Approximate Unique (%) 0.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 1009.4083
Minimum 944.3
Maximum 1043.9
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • msl_pressure:hPa is skewed left (γ1 = -0.46549999713897705)

Quantile Statistics

Minimum 944.3
5-th Percentile 985.9
Q1 1001.5
Median 1010.3
Q3 1018.3
95-th Percentile 1029.1
Maximum 1043.9
Range 99.6
IQR 16.8

Descriptive Statistics

Mean 1009.4083
Standard Deviation 12.983619
Variance 168.5744
Sum 1.1792e+08
Skewness -0.4655
Kurtosis 0.4461
Coefficient of Variation 0.01286
  • msl_pressure:hPa has 1518 outliers

precip_5min:mm

numerical

Approximate Distinct Count 66
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 0.005616
Minimum 0
Maximum 0.86
Zeros 110304
Zeros (%) 94.4%
Negatives 0
Negatives (%) 0.0%
  • precip_5min:mm is skewed right (γ1 = 8.5378999710083)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0.01
Maximum 0.86
Range 0.86
IQR 0

Descriptive Statistics

Mean 0.005616
Standard Deviation 0.0320324
Variance 0.001026
Sum 656.04
Skewness 8.5379
Kurtosis 94.671
Coefficient of Variation 5.7042
  • precip_5min:mm is not normally distributed (p-value 4.272362616775233e-25)
  • precip_5min:mm has 6521 outliers

precip_type_5min:idx

categorical

Approximate Distinct Count 7
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 7.6 MB
  • The largest value (0.0) is over 24.43 times larger than the second largest value (1.0)

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 0.0
2nd row 1.0
3rd row 1.0
4th row 1.0
5th row 1.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 233650
  • The top 2 categories (0.0, 1.0) take over 50.0%
  • The largest value (00) is over 24.43 times larger than the second largest value (10)
  • precip_type_5min:idx has words of constant length

pressure_100m:hPa

numerical

Approximate Distinct Count 907
Approximate Unique (%) 0.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 993.9364
Minimum 929.8
Maximum 1028.3
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • pressure_100m:hPa is skewed left (γ1 = -0.48089998960494995)

Quantile Statistics

Minimum 929.8
5-th Percentile 970.6
Q1 986.2
Median 994.8
Q3 1002.8
95-th Percentile 1013.3
Maximum 1028.3
Range 98.5001
IQR 16.6

Descriptive Statistics

Mean 993.9364
Standard Deviation 12.8251095
Variance 164.4834
Sum 1.1612e+08
Skewness -0.4809
Kurtosis 0.4337
Coefficient of Variation 0.0129
  • pressure_100m:hPa has 1548 outliers

pressure_50m:hPa

numerical

Approximate Distinct Count 912
Approximate Unique (%) 0.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 1000.0558
Minimum 935.6
Maximum 1034.7
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • pressure_50m:hPa is skewed left (γ1 = -0.47290000319480896)

Quantile Statistics

Minimum 935.6
5-th Percentile 976.6
Q1 992.2
Median 1000.9
Q3 1008.9
95-th Percentile 1019.5
Maximum 1034.7
Range 99.1
IQR 16.7

Descriptive Statistics

Mean 1000.0558
Standard Deviation 12.878188
Variance 165.8477
Sum 1.1683e+08
Skewness -0.4729
Kurtosis 0.4436
Coefficient of Variation 0.01288
  • pressure_50m:hPa has 1519 outliers

prob_rime:p

numerical

Approximate Distinct Count 823
Approximate Unique (%) 0.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 2.1293
Minimum 0
Maximum 97.2
Zeros 106233
Zeros (%) 90.9%
Negatives 0
Negatives (%) 0.0%
  • prob_rime:p is skewed right (γ1 = 5.118199825286865)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 15.8
Maximum 97.2
Range 97.2
IQR 0

Descriptive Statistics

Mean 2.1293
Standard Deviation 9.021408
Variance 81.3858
Sum 248758.7031
Skewness 5.1182
Kurtosis 28.4899
Coefficient of Variation 4.2367
  • prob_rime:p is not normally distributed (p-value 4.25619178496203e-25)
  • prob_rime:p has 10592 outliers

rain_water:kgm2

numerical

Approximate Distinct Count 11
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 0.009322
Minimum 0
Maximum 1
Zeros 109081
Zeros (%) 93.4%
Negatives 0
Negatives (%) 0.0%
  • rain_water:kgm2 is skewed right (γ1 = 6.743599891662598)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0.1
Maximum 1
Range 1
IQR 0

Descriptive Statistics

Mean 0.009322
Standard Deviation 0.041610062
Variance 0.001731
Sum 1089
Skewness 6.7436
Kurtosis 64.7124
Coefficient of Variation 4.4638
  • rain_water:kgm2 is not normally distributed (p-value 4.946139765582324e-25)
  • rain_water:kgm2 has 7744 outliers

relative_humidity_1000hPa:p

numerical

Approximate Distinct Count 792
Approximate Unique (%) 0.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 73.668
Minimum 18.7
Maximum 100
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • relative_humidity_1000hPa:p is skewed left (γ1 = -0.6722999811172485)

Quantile Statistics

Minimum 18.7
5-th Percentile 45.9
Q1 63.9
Median 76
Q3 85.7
95-th Percentile 93.2
Maximum 100
Range 81.3
IQR 21.8

Descriptive Statistics

Mean 73.668
Standard Deviation 14.8089
Variance 219.3035
Sum 8.6063e+06
Skewness -0.6723
Kurtosis -0.05845
Coefficient of Variation 0.201
  • relative_humidity_1000hPa:p is not normally distributed (p-value 5.279037689398964e-07)
  • relative_humidity_1000hPa:p has 707 outliers

sfc_pressure:hPa

numerical

Approximate Distinct Count 921
Approximate Unique (%) 0.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 1006.2023
Minimum 941.4
Maximum 1041.1
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • sfc_pressure:hPa is skewed left (γ1 = -0.4643000066280365)

Quantile Statistics

Minimum 941.4
5-th Percentile 982.7
Q1 998.4
Median 1007
Q3 1015.1
95-th Percentile 1025.8
Maximum 1041.1
Range 99.7
IQR 16.7

Descriptive Statistics

Mean 1006.2023
Standard Deviation 12.933781
Variance 167.2827
Sum 1.1755e+08
Skewness -0.4643
Kurtosis 0.4531
Coefficient of Variation 0.01285
  • sfc_pressure:hPa has 1552 outliers

snow_density:kgm3

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.0%
Missing 107593
Missing (%) 92.1%
Memory Size 631.1 KB

Length

Mean 5
Standard Deviation 0
Median 5
Minimum 5
Maximum 5

Sample

1st row 250.0
2nd row 250.0
3rd row 250.0
4th row 250.0
5th row 250.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 36928
  • snow_density:kgm3 has words of constant length

snow_depth:cm

numerical

Approximate Distinct Count 243
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 0.5603
Minimum 0
Maximum 26
Zeros 107593
Zeros (%) 92.1%
Negatives 0
Negatives (%) 0.0%
  • snow_depth:cm is skewed right (γ1 = 5.655600070953369)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 2.9
Maximum 26
Range 26
IQR 0

Descriptive Statistics

Mean 0.5603
Standard Deviation 2.639921
Variance 6.9692
Sum 65458.8984
Skewness 5.6556
Kurtosis 33.4745
Coefficient of Variation 4.7115
  • snow_depth:cm is not normally distributed (p-value 4.265951490969429e-25)
  • snow_depth:cm has 9232 outliers

snow_drift:idx

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 7.6 MB
  • The largest value (0.0) is over 38940.67 times larger than the second largest value (1.0)

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 0.0
2nd row 0.0
3rd row 0.0
4th row 0.0
5th row 0.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 233650
  • The top 2 categories (0.0, 1.0) take over 50.0%
  • The largest value (00) is over 38940.67 times larger than the second largest value (10)
  • snow_drift:idx has words of constant length

snow_melt_10min:mm

numerical

Approximate Distinct Count 19
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 0.00065714
Minimum 0
Maximum 0.18
Zeros 114980
Zeros (%) 98.4%
Negatives 0
Negatives (%) 0.0%
  • snow_melt_10min:mm is skewed right (γ1 = 13.285499572753906)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0
Maximum 0.18
Range 0.18
IQR 0

Descriptive Statistics

Mean 0.00065714
Standard Deviation 0.006457879
Variance 4.1704e-05
Sum 76.77
Skewness 13.2855
Kurtosis 216.3466
Coefficient of Variation 9.8273
  • snow_melt_10min:mm is not normally distributed (p-value 4.233515998273554e-25)
  • snow_melt_10min:mm has 1845 outliers

snow_water:kgm2

numerical

Approximate Distinct Count 41
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 0.08961
Minimum 0
Maximum 4.9
Zeros 81376
Zeros (%) 69.7%
Negatives 0
Negatives (%) 0.0%
  • snow_water:kgm2 is skewed right (γ1 = 5.492499828338623)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0.1
95-th Percentile 0.5
Maximum 4.9
Range 4.9
IQR 0.1

Descriptive Statistics

Mean 0.08961
Standard Deviation 0.24302825
Variance 0.05906
Sum 10468.5
Skewness 5.4925
Kurtosis 43.0266
Coefficient of Variation 2.7121
  • snow_water:kgm2 is not normally distributed (p-value 5.956987859494179e-24)
  • snow_water:kgm2 has 11384 outliers

sun_azimuth:d

numerical

Approximate Distinct Count 99160
Approximate Unique (%) 84.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 179.5765
Minimum 0.003
Maximum 359.999
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • sun_azimuth:d is skewed right (γ1 = 0.0012000000569969416)

Quantile Statistics

Minimum 0.003
5-th Percentile 18.7066
Q1 89.53
Median 179.463
Q3 269.747
95-th Percentile 340.1954
Maximum 359.999
Range 359.996
IQR 180.217

Descriptive Statistics

Mean 179.5765
Standard Deviation 103.210335
Variance 10652.3732
Sum 2.0979e+07
Skewness 0.001245
Kurtosis -1.2255
Coefficient of Variation 0.5747
  • sun_azimuth:d is not normally distributed (p-value 1.3428975830546477e-07)

sun_elevation:d

numerical

Approximate Distinct Count 66016
Approximate Unique (%) 56.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean -0.3342
Minimum -50.042
Maximum 50.037
Zeros 0
Zeros (%) 0.0%
Negatives 58971
Negatives (%) 50.5%
  • sun_elevation:d is skewed right (γ1 = 0.006899999920278788)

Quantile Statistics

Minimum -50.042
5-th Percentile -41.3968
Q1 -17.425
Median -0.288
Q3 16.603
95-th Percentile 40.8048
Maximum 50.037
Range 100.079
IQR 34.028

Descriptive Statistics

Mean -0.3342
Standard Deviation 24.077934
Variance 579.7469
Sum -39045.9766
Skewness 0.006861
Kurtosis -0.6805
Coefficient of Variation -72.0408

super_cooled_liquid_water:kgm2

numerical

Approximate Distinct Count 15
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 0.06227
Minimum 0
Maximum 1.4
Zeros 77448
Zeros (%) 66.3%
Negatives 0
Negatives (%) 0.0%
  • super_cooled_liquid_water:kgm2 is skewed right (γ1 = 2.5917000770568848)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0.1
95-th Percentile 0.3
Maximum 1.4
Range 1.4
IQR 0.1

Descriptive Statistics

Mean 0.06227
Standard Deviation 0.11486293
Variance 0.01319
Sum 7274.6001
Skewness 2.5917
Kurtosis 8.6331
Coefficient of Variation 1.8446
  • super_cooled_liquid_water:kgm2 is not normally distributed (p-value 3.555515043031771e-23)
  • super_cooled_liquid_water:kgm2 has 8461 outliers

t_1000hPa:K

numerical

Approximate Distinct Count 451
Approximate Unique (%) 0.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 279.6826
Minimum 257.9
Maximum 303.2
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • t_1000hPa:K is skewed right (γ1 = 0.2978000044822693)

Quantile Statistics

Minimum 257.9
5-th Percentile 269.6
Q1 275
Median 278.9
Q3 284.3
95-th Percentile 291.2
Maximum 303.2
Range 45.3
IQR 9.3

Descriptive Statistics

Mean 279.6826
Standard Deviation 6.6751986
Variance 44.5583
Sum 3.2674e+07
Skewness 0.2978
Kurtosis 0.06472
Coefficient of Variation 0.02387
  • t_1000hPa:K has 858 outliers

total_cloud_cover:p

numerical

Approximate Distinct Count 1001
Approximate Unique (%) 0.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 73.3511
Minimum 0
Maximum 100
Zeros 4898
Zeros (%) 4.2%
Negatives 0
Negatives (%) 0.0%
  • total_cloud_cover:p is skewed left (γ1 = -1.0728000402450562)

Quantile Statistics

Minimum 0
5-th Percentile 0.6
Q1 52.6
Median 93.3
Q3 99.9
95-th Percentile 100
Maximum 100
Range 100
IQR 47.3

Descriptive Statistics

Mean 73.3511
Standard Deviation 34.580784
Variance 1195.8306
Sum 8.5692e+06
Skewness -1.0728
Kurtosis -0.3672
Coefficient of Variation 0.4714
  • total_cloud_cover:p is not normally distributed (p-value 3.931001957418521e-24)

visibility:m

numerical

Approximate Distinct Count 104958
Approximate Unique (%) 89.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 33186.7093
Minimum 130.6
Maximum 72215
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • visibility:m is skewed left (γ1 = -0.3946000039577484)

Quantile Statistics

Minimum 130.6
5-th Percentile 2527.2401
Q1 16388
Median 37765.1992
Q3 48576
95-th Percentile 56820.7406
Maximum 72215
Range 72084.4
IQR 32188

Descriptive Statistics

Mean 33186.7093
Standard Deviation 18169.168
Variance 3.3012e+08
Sum 3.877e+09
Skewness -0.3946
Kurtosis -1.1683
Coefficient of Variation 0.5475

wind_speed_10m:ms

numerical

Approximate Distinct Count 113
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 2.8555
Minimum 0
Maximum 14.3
Zeros 9
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • wind_speed_10m:ms is skewed right (γ1 = 0.9980999827384949)

Quantile Statistics

Minimum 0
5-th Percentile 0.8
Q1 1.6
Median 2.5
Q3 3.8
95-th Percentile 6
Maximum 14.3
Range 14.3
IQR 2.2

Descriptive Statistics

Mean 2.8555
Standard Deviation 1.6326066
Variance 2.6654
Sum 333592.8125
Skewness 0.9981
Kurtosis 0.969
Coefficient of Variation 0.5717
  • wind_speed_10m:ms is not normally distributed (p-value 0.0019588795934478744)
  • wind_speed_10m:ms has 2300 outliers

wind_speed_u_10m:ms

numerical

Approximate Distinct Count 167
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 0.74
Minimum -6.3
Maximum 11.4
Zeros 2347
Zeros (%) 2.0%
Negatives 48955
Negatives (%) 41.9%
  • wind_speed_u_10m:ms is skewed right (γ1 = 0.5713000297546387)

Quantile Statistics

Minimum -6.3
5-th Percentile -2.7
Q1 -1
Median 0.4
Q3 2.3
95-th Percentile 5.1
Maximum 11.4
Range 17.7
IQR 3.3

Descriptive Statistics

Mean 0.74
Standard Deviation 2.4184463
Variance 5.8489
Sum 86449.1016
Skewness 0.5713
Kurtosis 0.1778
Coefficient of Variation 3.2682
  • wind_speed_u_10m:ms has 1359 outliers

wind_speed_v_10m:ms

numerical

Approximate Distinct Count 170
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.3 MB
Mean 0.8383
Minimum -8.8
Maximum 9
Zeros 1717
Zeros (%) 1.5%
Negatives 36368
Negatives (%) 31.1%
  • wind_speed_v_10m:ms is skewed right (γ1 = 0.046300001442432404)

Quantile Statistics

Minimum -8.8
5-th Percentile -2.3
Q1 -0.5
Median 0.9
Q3 2
95-th Percentile 3.9
Maximum 9
Range 17.8
IQR 2.5

Descriptive Statistics

Mean 0.8383
Standard Deviation 1.9288245
Variance 3.7204
Sum 97933.8984
Skewness 0.04628
Kurtosis 0.3944
Coefficient of Variation 2.3009
  • wind_speed_v_10m:ms is not normally distributed (p-value 0.0015789019981387676)
  • wind_speed_v_10m:ms has 1715 outliers

wind_speed_w_1000hPa:ms

categorical

Approximate Distinct Count 4
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 7.7 MB
  • The largest value (-0.0) is over 1.75 times larger than the second largest value (0.0)

Length

Mean 3.856
Standard Deviation 1.9089
Median 4
Minimum 3
Maximum 20

Sample

1st row -0.0
2nd row -0.0
3rd row -0.0
4th row -0.0
5th row -0.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 74046
Decimal Number 259602
  • The top 2 categories (-0.0, 0.0) take over 50.0%
  • The largest value (00) is over 71.03 times larger than the second largest value (010000000149011612)

Interactions

Correlations

Missing Values